Category: agentic

  • Beyond the Toolbox: Building Reliable Agent Playbooks with MCP

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    by

    jbilyeu
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    Giving an LLM Agent a toolbox full of raw tools is a great first step, but without proper guidance, the Agent is left guessing how to use them efficiently. This forces the model to reinvent the workflow every time, leading to unpredictable results and inconsistent performance. In this post, we explore how to bridge this…

  • Turn Any Public API Into An Agentic Service: OpenAPI + MCP

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    by

    jbilyeu
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    The Secret Nobody Talks About: Your existing public API is already 90% of the way to being an autonomous agent. Here’s how to unlock that last 10%. The Game-Changing Realization Most businesses have built APIs. They’ve invested in documentation, SDKs, authentication, rate limiting—all the hard infrastructure work. But they’re missing one critical piece: agentic capability. With MCP…

  • Deep Agents: Enterprise-Grade AI Without the Enterprise Price Tag

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    by

    jbilyeu
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    Introduction We’re excited to announce the addition of Deep Agents to the GenAI Starter project! Deep Agents represents a significant step forward in building practical, production-ready AI applications. If you’ve been curious about agentic AI patterns but found them complex or fragile, Deep Agents offers a refreshing alternative. What Are Deep Agents? Deep Agents is a batteries-included…